You will get a production-ready AI chatbot or LLM feature integrated into your web app
Rising Talent

Project details
I am an AI integration engineer and full-stack developer with 5+ years of experience building production systems. Currently a Technical Lead at TAO Digital Solutions and a PhD researcher in HCI at NYCU, I specialize in integrating Large Language Models into real-world applications.
What I deliver:
• LLM API integration (OpenAI, Anthropic Claude, Google Gemini)
• Conversational AI with context and memory management
• RAG pipelines with vector databases (Pinecone, pgvector, Chroma)
• Streaming responses and real-time chat interfaces
• Clean, well-documented code in TypeScript/Node.js or Python
All projects include error handling, rate limit management, cost optimization, and clear documentation so your team can maintain the integration going forward.
I have shipped AI-powered features across SaaS, enterprise, and research platforms. Whether you need a quick prototype or a production-grade system, I will deliver on time.
What I deliver:
• LLM API integration (OpenAI, Anthropic Claude, Google Gemini)
• Conversational AI with context and memory management
• RAG pipelines with vector databases (Pinecone, pgvector, Chroma)
• Streaming responses and real-time chat interfaces
• Clean, well-documented code in TypeScript/Node.js or Python
All projects include error handling, rate limit management, cost optimization, and clear documentation so your team can maintain the integration going forward.
I have shipped AI-powered features across SaaS, enterprise, and research platforms. Whether you need a quick prototype or a production-grade system, I will deliver on time.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI-Generated Code, Conversational AIAI Development Language
PythonAI Tools
Azure OpenAIAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$299
|
Standard
$599
|
Advanced
$999
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - | - |
About Knas
AI Integration Engineer & Full-Stack Developer | HCI Researcher
Taoyuan, Taiwan - 3:18 am local time
Steps for completing your project
After purchasing the project, send requirements so Knas can start the project.
Delivery time starts when Knas receives requirements from you.
Knas works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Setup
Development & Integration